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Case-based reasoning

Published online by Cambridge University Press:  07 July 2009

David B. Leake
David B. Leake
Affiliation:
Computer Science Department, Indiana University, Bloomington, IN 47405, USA (email: leake@cs.indiana.edu)
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Extract

Case-based reasoning (CBR) systems reason from experience: they solve new problems by retrieving relevant prior cases and adapting them to fit new situations. In 1988 the first case-based reasoning workshop, sponsored by DARPA, identified theoretical foundations and fundamental issues for case-based reasoning research. Since then, much investigation has examined the CBR process itself, the validity of CBR as a cognitive model, and the application of CBR technology. The results of that work include refinements in theories of the case-based reasoning process, psychological evidence for human case-based reasoning, and the fielding of over 100 CBR applications.

Information

Type
Research Article
Information
The Knowledge Engineering Review , Volume 9 , Issue 1 , March 1994 , pp. 61 - 64
Copyright
Copyright © Cambridge University Press 1994

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References

Bareiss, R (ed.), 1991. Proceedings of the DARPA Case-Based Reasoning Workshop. San Mateo, CA: Morgan Kaufmann.Google Scholar
Hammond, K (ed), 1989. Proceedings of the DARPA Case-Based Reasoning Workshop. San Mateo, CA: Morgan Kaufmann.Google Scholar
Kolodner, J (ed.), 1988. Proceedings of the DARPA Case-Based Reasoning Workshop. San Mateo, CA: Morgan Kaufmann.Google Scholar
Kolodner, J, 1993. Case-Based Reasoning. San Mateo, CA: Morgan Kaufmann.CrossRefGoogle Scholar
Leake, D (ed.), 1993. Proceedings of the AAAI-93 Workshop on Case-Based Reasoning. Menlo Park, CA: AAAI Press.Google Scholar
Riesbeck, C and Schank, RC, 1989. Inside Case Based Reasoning. Hillsdale, NJ: Lawrence Eribaum.Google Scholar